lmer
## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## segment 2.5970e-05 8.6567e-06 3 585 1.0923 0.35176
## valid 3.0460e-06 3.0458e-06 1 585 0.3843 0.53554
## roi 2.3639e-05 2.3639e-05 1 585 2.9828 0.08468 .
## segment:valid 3.7820e-05 1.2607e-05 3 585 1.5907 0.19049
## segment:roi 7.6381e-05 2.5460e-05 3 585 3.2126 0.02262 *
## valid:roi 2.4862e-05 2.4862e-05 1 585 3.1371 0.07705 .
## segment:valid:roi 2.1555e-05 7.1850e-06 3 585 0.9066 0.43754
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## segment 6.2956e-05 2.0985e-05 3 273 2.8824 0.03626 *
## roi 8.0000e-09 7.7000e-09 1 273 0.0011 0.97407
## segment:roi 6.0705e-05 2.0235e-05 3 273 2.7793 0.04152 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Valid related
## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## segment 8.5572e-05 2.8524e-05 3 273 3.1768 0.02459 *
## valid 2.2656e-05 2.2656e-05 1 273 2.5233 0.11334
## segment:valid 5.0857e-05 1.6952e-05 3 273 1.8880 0.13184
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Estimate Std. Error df
## (Intercept) -0.0007061597 0.0004943842 298.104
## segmentearly-similar -0.0004244461 0.0006700305 273.000
## segmentlate-similar 0.0015445943 0.0006700305 273.000
## segmentdifferent 0.0013927616 0.0006700305 273.000
## validvalid-invalid 0.0013719033 0.0006700305 273.000
## segmentearly-similar:validvalid-invalid -0.0002081423 0.0009475662 273.000
## segmentlate-similar:validvalid-invalid -0.0019975159 0.0009475662 273.000
## segmentdifferent:validvalid-invalid -0.0011533014 0.0009475662 273.000
## t value Pr(>|t|)
## (Intercept) -1.4283621 0.15423452
## segmentearly-similar -0.6334728 0.52695528
## segmentlate-similar 2.3052596 0.02190211
## segmentdifferent 2.0786539 0.03858305
## validvalid-invalid 2.0475236 0.04156364
## segmentearly-similar:validvalid-invalid -0.2196599 0.82630020
## segmentlate-similar:validvalid-invalid -2.1080488 0.03593821
## segmentdifferent:validvalid-invalid -1.2171196 0.22460982
## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## segment 1.1173e-05 1.1173e-05 1 117 1.3374 0.249855
## valid 6.4296e-05 6.4296e-05 1 117 7.6958 0.006444 **
## segment:valid 4.3300e-07 4.3300e-07 1 117 0.0519 0.820263
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Estimate Std. Error df
## (Intercept) -0.0007061597 0.0005168321 136.5235
## segmentearly-similar -0.0004244461 0.0006463221 117.0000
## validvalid-invalid 0.0013719033 0.0006463221 117.0000
## segmentearly-similar:validvalid-invalid -0.0002081423 0.0009140375 117.0000
## t value Pr(>|t|)
## (Intercept) -1.3663233 0.17408374
## segmentearly-similar -0.6567099 0.51265710
## validvalid-invalid 2.1226311 0.03589298
## segmentearly-similar:validvalid-invalid -0.2277175 0.82026336
## Estimate Std. Error df
## (Intercept) 6.912670e-05 0.0004112905 310.7665
## segmentearly-similar -2.377561e-04 0.0005746858 273.0000
## segmentlate-similar 1.040880e-04 0.0005746858 273.0000
## segmentdifferent -4.153147e-04 0.0005746858 273.0000
## validvalid-invalid -4.681640e-04 0.0005746858 273.0000
## segmentearly-similar:validvalid-invalid 7.749375e-04 0.0008127284 273.0000
## segmentlate-similar:validvalid-invalid 7.104904e-05 0.0008127284 273.0000
## segmentdifferent:validvalid-invalid 1.791803e-06 0.0008127284 273.0000
## t value Pr(>|t|)
## (Intercept) 0.168072676 0.8666354
## segmentearly-similar -0.413715050 0.6794076
## segmentlate-similar 0.181121591 0.8564065
## segmentdifferent -0.722681392 0.4704943
## validvalid-invalid -0.814643441 0.4159865
## segmentearly-similar:validvalid-invalid 0.953501232 0.3411797
## segmentlate-similar:validvalid-invalid 0.087420402 0.9304014
## segmentdifferent:validvalid-invalid 0.002204677 0.9982425
## Type III Analysis of Variance Table with Satterthwaite's method
## Sum Sq Mean Sq NumDF DenDF F value Pr(>F)
## segment 1.6779e-05 5.5930e-06 3 273 0.8467 0.4693
## valid 5.2519e-06 5.2519e-06 1 273 0.7951 0.3733
## segment:valid 8.5179e-06 2.8393e-06 3 273 0.4299 0.7318
t-tests
##
## Paired t-test
##
## data: sub_p2 %>% filter(roi == "ca23dg-body" & valid == "valid-valid" & segment == "early-similar") %>% .$m and sub_p2 %>% filter(roi == "ca23dg-body" & valid == "valid-valid" & segment == "late-similar") %>% .$m
## t = -3.8389, df = 39, p-value = 0.0004419
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.0030065100 -0.0009315708
## sample estimates:
## mean of the differences
## -0.00196904
##
## Paired t-test
##
## data: sub_p2 %>% filter(roi == "ca23dg-body" & valid == "valid-valid" & segment == "same") %>% .$m and sub_p2 %>% filter(roi == "ca23dg-body" & valid == "valid-valid" & segment == "late-similar") %>% .$m
## t = -2.53, df = 39, p-value = 0.01556
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.0027794594 -0.0003097291
## sample estimates:
## mean of the differences
## -0.001544594
| roi |
valid-invalid |
valid-valid |
paired |
| same |
| ca1-body |
0.249 |
0.849 |
0.323 |
| ca23dg-body |
0.267 |
0.204 |
0.065 |
| evc |
0.000 |
0.000 |
0.112 |
| ppa |
0.000 |
0.000 |
0.144 |
| early-similar |
| ca1-body |
0.769 |
0.697 |
0.635 |
| ca23dg-body |
0.948 |
0.008 |
0.051 |
| evc |
0.000 |
0.000 |
0.083 |
| ppa |
0.000 |
0.000 |
0.797 |
| late-similar |
| ca1-body |
0.591 |
0.656 |
0.475 |
| ca23dg-body |
0.687 |
0.043 |
0.385 |
| evc |
0.000 |
0.000 |
0.247 |
| ppa |
0.000 |
0.000 |
0.066 |
| different |
| ca1-body |
0.046 |
0.475 |
0.459 |
| ca23dg-body |
0.052 |
0.176 |
0.735 |
| evc |
0.000 |
0.000 |
0.554 |
| ppa |
0.463 |
0.806 |
0.731 |